IMPORTING LIBRARIES

# data manipulation libraries
import pandas as pd
import numpy as np

# data visualization
import matplotlib.pyplot as plt
import seaborn as sns

# importing z-score for scaling the data
from sklearn.preprocessing import StandardScaler

# importing method to split and train out data
from sklearn.model_selection import train_test_split

# algorithms to use
from sklearn.tree import DecisionTreeRegressor
from sklearn.ensemble import RandomForestRegressor

from sklearn.linear_model import LogisticRegression
from sklearn.neighbors import KNeighborsClassifier

# importing libraries for metrics evaluation
from sklearn.metrics import confusion_matrix, classification_report, precision_recall_curve

# library for tuning the model
from sklearn.model_selection import GridSearchCV

pd.set_option('display.max_rows', None)

# to ignore the warnigns
import warnings
warnings.filterwarnings('ignore')

Importing the data sets

df_train = pd.read_csv('train.csv')
df_test = pd.read_csv('test.csv')

# first 5 observations of the train data
df_train.head()

	Id	MSSubClass	MSZoning	LotFrontage	LotArea	Street	Alley	LotShape	LandContour	Utilities	...	PoolArea	PoolQC	Fence	MiscFeature	MiscVal	MoSold	YrSold	SaleType	SaleCondition	SalePrice
0	1	60	RL	65.0	8450	Pave	NaN	Reg	Lvl	AllPub	...	0	NaN	NaN	NaN	0	2	2008	WD	Normal	208500
1	2	20	RL	80.0	9600	Pave	NaN	Reg	Lvl	AllPub	...	0	NaN	NaN	NaN	0	5	2007	WD	Normal	181500
2	3	60	RL	68.0	11250	Pave	NaN	IR1	Lvl	AllPub	...	0	NaN	NaN	NaN	0	9	2008	WD	Normal	223500
3	4	70	RL	60.0	9550	Pave	NaN	IR1	Lvl	AllPub	...	0	NaN	NaN	NaN	0	2	2006	WD	Abnorml	140000
4	5	60	RL	84.0	14260	Pave	NaN	IR1	Lvl	AllPub	...	0	NaN	NaN	NaN	0	12	2008	WD	Normal	250000

5 rows × 81 columns

# first 5 observations of the test data
df_test.head()

	Id	MSSubClass	MSZoning	LotFrontage	LotArea	Street	Alley	LotShape	LandContour	Utilities	...	ScreenPorch	PoolArea	PoolQC	Fence	MiscFeature	MiscVal	MoSold	YrSold	SaleType	SaleCondition
0	1461	20	RH	80.0	11622	Pave	NaN	Reg	Lvl	AllPub	...	120	0	NaN	MnPrv	NaN	0	6	2010	WD	Normal
1	1462	20	RL	81.0	14267	Pave	NaN	IR1	Lvl	AllPub	...	0	0	NaN	NaN	Gar2	12500	6	2010	WD	Normal
2	1463	60	RL	74.0	13830	Pave	NaN	IR1	Lvl	AllPub	...	0	0	NaN	MnPrv	NaN	0	3	2010	WD	Normal
3	1464	60	RL	78.0	9978	Pave	NaN	IR1	Lvl	AllPub	...	0	0	NaN	NaN	NaN	0	6	2010	WD	Normal
4	1465	120	RL	43.0	5005	Pave	NaN	IR1	HLS	AllPub	...	144	0	NaN	NaN	NaN	0	1	2010	WD	Normal

5 rows × 80 columns

EDA (Exploratory Data Analysis)

SHAPE OF BOTH DATASETS

# train dataset shape
print(df_train.shape)

# test dataset shape
print(df_test.shape)

(1460, 81)
(1459, 80)

Observations:

• The train data only have 1 observation more than the test data as well as one more feature which is the target column SalePrice.

Checking information on the train dataset

df_train.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 1460 entries, 0 to 1459
Data columns (total 81 columns):
 #   Column         Non-Null Count  Dtype  
---  ------         --------------  -----  
 0   Id             1460 non-null   int64  
 1   MSSubClass     1460 non-null   int64  
 2   MSZoning       1460 non-null   object 
 3   LotFrontage    1201 non-null   float64
 4   LotArea        1460 non-null   int64  
 5   Street         1460 non-null   object 
 6   Alley          91 non-null     object 
 7   LotShape       1460 non-null   object 
 8   LandContour    1460 non-null   object 
 9   Utilities      1460 non-null   object 
 10  LotConfig      1460 non-null   object 
 11  LandSlope      1460 non-null   object 
 12  Neighborhood   1460 non-null   object 
 13  Condition1     1460 non-null   object 
 14  Condition2     1460 non-null   object 
 15  BldgType       1460 non-null   object 
 16  HouseStyle     1460 non-null   object 
 17  OverallQual    1460 non-null   int64  
 18  OverallCond    1460 non-null   int64  
 19  YearBuilt      1460 non-null   int64  
 20  YearRemodAdd   1460 non-null   int64  
 21  RoofStyle      1460 non-null   object 
 22  RoofMatl       1460 non-null   object 
 23  Exterior1st    1460 non-null   object 
 24  Exterior2nd    1460 non-null   object 
 25  MasVnrType     1452 non-null   object 
 26  MasVnrArea     1452 non-null   float64
 27  ExterQual      1460 non-null   object 
 28  ExterCond      1460 non-null   object 
 29  Foundation     1460 non-null   object 
 30  BsmtQual       1423 non-null   object 
 31  BsmtCond       1423 non-null   object 
 32  BsmtExposure   1422 non-null   object 
 33  BsmtFinType1   1423 non-null   object 
 34  BsmtFinSF1     1460 non-null   int64  
 35  BsmtFinType2   1422 non-null   object 
 36  BsmtFinSF2     1460 non-null   int64  
 37  BsmtUnfSF      1460 non-null   int64  
 38  TotalBsmtSF    1460 non-null   int64  
 39  Heating        1460 non-null   object 
 40  HeatingQC      1460 non-null   object 
 41  CentralAir     1460 non-null   object 
 42  Electrical     1459 non-null   object 
 43  1stFlrSF       1460 non-null   int64  
 44  2ndFlrSF       1460 non-null   int64  
 45  LowQualFinSF   1460 non-null   int64  
 46  GrLivArea      1460 non-null   int64  
 47  BsmtFullBath   1460 non-null   int64  
 48  BsmtHalfBath   1460 non-null   int64  
 49  FullBath       1460 non-null   int64  
 50  HalfBath       1460 non-null   int64  
 51  BedroomAbvGr   1460 non-null   int64  
 52  KitchenAbvGr   1460 non-null   int64  
 53  KitchenQual    1460 non-null   object 
 54  TotRmsAbvGrd   1460 non-null   int64  
 55  Functional     1460 non-null   object 
 56  Fireplaces     1460 non-null   int64  
 57  FireplaceQu    770 non-null    object 
 58  GarageType     1379 non-null   object 
 59  GarageYrBlt    1379 non-null   float64
 60  GarageFinish   1379 non-null   object 
 61  GarageCars     1460 non-null   int64  
 62  GarageArea     1460 non-null   int64  
 63  GarageQual     1379 non-null   object 
 64  GarageCond     1379 non-null   object 
 65  PavedDrive     1460 non-null   object 
 66  WoodDeckSF     1460 non-null   int64  
 67  OpenPorchSF    1460 non-null   int64  
 68  EnclosedPorch  1460 non-null   int64  
 69  3SsnPorch      1460 non-null   int64  
 70  ScreenPorch    1460 non-null   int64  
 71  PoolArea       1460 non-null   int64  
 72  PoolQC         7 non-null      object 
 73  Fence          281 non-null    object 
 74  MiscFeature    54 non-null     object 
 75  MiscVal        1460 non-null   int64  
 76  MoSold         1460 non-null   int64  
 77  YrSold         1460 non-null   int64  
 78  SaleType       1460 non-null   object 
 79  SaleCondition  1460 non-null   object 
 80  SalePrice      1460 non-null   int64  
dtypes: float64(3), int64(35), object(43)
memory usage: 924.0+ KB

Observations:

• There are 1460 observations and 80 different features (columns)
• There are missing values in 16 out of the 80 columns.
• There is a decent amount of categorical variables.

Checking the percentage of missing data in each column

missing_val = []
values = []
for col in df_train.columns:
    if (df_train[col].isnull().sum()/df_train[col].shape[0]) != 0:
        missing_val.append(col)
        values.append((df_train[col].isnull().sum()/df_train[col].shape[0])*100)
    else:
        continue
missing_values = pd.DataFrame({'column': missing_val, 'values':values})
missing_values

	column	values
0	LotFrontage	17.739726
1	Alley	93.767123
2	MasVnrType	0.547945
3	MasVnrArea	0.547945
4	BsmtQual	2.534247
5	BsmtCond	2.534247
6	BsmtExposure	2.602740
7	BsmtFinType1	2.534247
8	BsmtFinType2	2.602740
9	Electrical	0.068493
10	FireplaceQu	47.260274
11	GarageType	5.547945
12	GarageYrBlt	5.547945
13	GarageFinish	5.547945
14	GarageQual	5.547945
15	GarageCond	5.547945
16	PoolQC	99.520548
17	Fence	80.753425
18	MiscFeature	96.301370

Observations:

• A few of our paramaters stand out from the others with the missing values, this are: PoolQC with 99% of missing data, MiscFeature with 96%, alley with 93, Fence with 80%, and FireplaceQu with 47%
• We are going to drop any column which missing values are greater than 15%

test_missing_val = []
test_values = []
for col in df_test.columns:
    if (df_test[col].isnull().sum()/df_test[col].shape[0]) != 0:
        test_missing_val.append(col)
        test_values.append((df_test[col].isnull().sum()/df_test[col].shape[0])*100)
    else:
        continue
test_missing_values = pd.DataFrame({'column': test_missing_val, 'values':test_values})
test_missing_values

	column	values
0	MSZoning	0.274160
1	LotFrontage	15.558602
2	Alley	92.666210
3	Utilities	0.137080
4	Exterior1st	0.068540
5	Exterior2nd	0.068540
6	MasVnrType	1.096642
7	MasVnrArea	1.028101
8	BsmtQual	3.015764
9	BsmtCond	3.084304
10	BsmtExposure	3.015764
11	BsmtFinType1	2.878684
12	BsmtFinSF1	0.068540
13	BsmtFinType2	2.878684
14	BsmtFinSF2	0.068540
15	BsmtUnfSF	0.068540
16	TotalBsmtSF	0.068540
17	BsmtFullBath	0.137080
18	BsmtHalfBath	0.137080
19	KitchenQual	0.068540
20	Functional	0.137080
21	FireplaceQu	50.034270
22	GarageType	5.209047
23	GarageYrBlt	5.346127
24	GarageFinish	5.346127
25	GarageCars	0.068540
26	GarageArea	0.068540
27	GarageQual	5.346127
28	GarageCond	5.346127
29	PoolQC	99.794380
30	Fence	80.123372
31	MiscFeature	96.504455
32	SaleType	0.068540

Making a copy of both dataset before restructuring them

# creating copy of the train dataset
df_train_copy = df_train.copy
# creating copy of the test dataset
df_test_copy = df_test.copy

After carefully reviewing the features that each dataset posses, I decided to drop some of the columns that dont have missing values but that are not necessary because their condition is already described by another feature

# dropping train data columns
df_train.drop(columns = ['Id', 'LotFrontage', 'Alley', 'FireplaceQu', 'PoolQC', 'Fence', 'MiscFeature',
                        'LotShape', 'LotConfig', 'Condition2', 'RoofStyle', 'RoofMatl', 'Exterior1st',
                        'Exterior2nd', 'MasVnrType', 'MasVnrArea', 'BsmtExposure', 'BsmtFinType1',
                        'BsmtFinSF1', 'BsmtFinType2', 'BsmtFinSF2', 'BsmtUnfSF', 'TotalBsmtSF', '1stFlrSF',
                        '2ndFlrSF', 'BsmtFullBath', 'BsmtHalfBath', 'TotRmsAbvGrd', 'GarageYrBlt', 'GarageFinish',
                        'GarageArea', 'GarageCond'], inplace = True)

# droppigng test data columns
df_test.drop(columns = ['LotFrontage', 'Alley', 'FireplaceQu', 'PoolQC', 'Fence', 'MiscFeature',
                        'LotShape', 'LotConfig', 'Condition2', 'RoofStyle', 'RoofMatl', 'Exterior1st',
                        'Exterior2nd', 'MasVnrType', 'MasVnrArea', 'BsmtExposure', 'BsmtFinType1',
                        'BsmtFinSF1', 'BsmtFinType2', 'BsmtFinSF2', 'BsmtUnfSF', 'TotalBsmtSF', '1stFlrSF',
                        '2ndFlrSF', 'BsmtFullBath', 'BsmtHalfBath', 'TotRmsAbvGrd', 'GarageYrBlt', 'GarageFinish',
                        'GarageArea', 'GarageCond'], inplace = True)

print('train data new shape:',df_train.shape)
print('test data new shape:', df_test.shape)

train data new shape: (1460, 49)
test data new shape: (1459, 49)

Dropping the rows with Nan values

# dropping null values in the train dataset (by default the axis is set to 0 so we are not going to specify it)
df_train.dropna(inplace = True)

# dropping null values in the test dataset (by default the axis is set to 0 so we are not going to specify it)
df_test.dropna(inplace = True)

# printing the new shape to check how many observations were dropped
print('train data new shape:', df_train.shape)
print('test data new shape:', df_test.shape)

train data new shape: (1348, 49)
test data new shape: (1336, 49)

Observations:: We have removed all the missing data from our datasets, now we are going to check if every element on each features of our dataset is the same in both test and train data.

for colum in list(df_train.select_dtypes('object')):
    for unique_val in df_train[colum].unique():
        if unique_val not in df_test[colum].unique():
            print('column name:', colum)
            print(unique_val)
        else:
            continue

print('**'*15)

for colum in list(df_test.select_dtypes('object')):
    for unique_val in df_test[colum].unique():
        if unique_val not in df_train[colum].unique():
            print('column name:', colum)
            print(unique_val)
        else:
            continue

column name: Utilities
NoSeWa
column name: HouseStyle
2.5Fin
column name: Heating
Grav
column name: Heating
OthW
column name: Electrical
Mix
column name: Functional
Sev
column name: GarageQual
Ex
******************************
column name: ExterCond
Po

drop_dict = {'Utilities':'NoSeWa', 'HouseStyle':'2.5Fin', 
             'Electrical':'Mix', 'Functional':'Sev', 'GarageQual':'Ex'}
# dropping values from train data
for key in drop_dict.keys():
    df_train.drop(df_train[df_train[key] == drop_dict[key]].index, inplace = True)
    
df_train.drop(df_train[df_train['Heating'] == 'Grav'].index, inplace = True)
df_train.drop(df_train[df_train['Heating'] == 'OthW'].index, inplace = True)

# dropping values from test data
df_test.drop(df_test[df_test['ExterCond'] == 'Po'].index, inplace=True)
df_test.drop(df_test[df_test['BsmtCond'] == 'Po'].index, inplace=True)

# creating ID columns from the test data to compare later
id_col = df_test['Id']

# dropping the ID columsn from the test data
df_test.drop(columns = 'Id', inplace = True)

print('final shape of train data: ', df_train.shape)
print('final shape of test data: ', df_test.shape)

final shape of train data:  (1333, 49)
final shape of test data:  (1334, 48)

DATA DESCRIPTION

df_train.describe().T

	count	mean	std	min	25%	50%	75%	max
MSSubClass	1333.0	55.982746	41.198839	20.0	20.0	50.0	70.0	190.0
LotArea	1333.0	10701.678920	10363.257456	1300.0	7742.0	9600.0	11717.0	215245.0
OverallQual	1333.0	6.231808	1.324682	2.0	5.0	6.0	7.0	10.0
OverallCond	1333.0	5.589647	1.064206	2.0	5.0	5.0	6.0	9.0
YearBuilt	1333.0	1973.744186	29.221323	1880.0	1957.0	1976.0	2002.0	2010.0
YearRemodAdd	1333.0	1985.996999	20.193173	1950.0	1969.0	1995.0	2004.0	2010.0
LowQualFinSF	1333.0	2.546887	29.906339	0.0	0.0	0.0	0.0	528.0
GrLivArea	1333.0	1535.246812	511.363360	438.0	1166.0	1482.0	1788.0	5642.0
FullBath	1333.0	1.579895	0.547134	0.0	1.0	2.0	2.0	3.0
HalfBath	1333.0	0.405101	0.504667	0.0	0.0	0.0	1.0	2.0
BedroomAbvGr	1333.0	2.862716	0.773955	0.0	2.0	3.0	3.0	6.0
KitchenAbvGr	1333.0	1.030758	0.177018	1.0	1.0	1.0	1.0	3.0
Fireplaces	1333.0	0.648162	0.646072	0.0	0.0	1.0	1.0	3.0
GarageCars	1333.0	1.876969	0.631875	1.0	1.0	2.0	2.0	4.0
WoodDeckSF	1333.0	99.395349	127.284218	0.0	0.0	12.0	175.0	857.0
OpenPorchSF	1333.0	47.826707	65.151435	0.0	0.0	28.0	70.0	547.0
EnclosedPorch	1333.0	21.215304	60.744513	0.0	0.0	0.0	0.0	552.0
3SsnPorch	1333.0	3.599400	30.280496	0.0	0.0	0.0	0.0	508.0
ScreenPorch	1333.0	15.983496	56.834090	0.0	0.0	0.0	0.0	480.0
PoolArea	1333.0	3.021755	42.039614	0.0	0.0	0.0	0.0	738.0
MiscVal	1333.0	42.756189	508.881236	0.0	0.0	0.0	0.0	15500.0
MoSold	1333.0	6.337584	2.705251	1.0	5.0	6.0	8.0	12.0
YrSold	1333.0	2007.804201	1.332178	2006.0	2007.0	2008.0	2009.0	2010.0
SalePrice	1333.0	187390.201800	78756.208787	35311.0	135000.0	170000.0	220000.0	755000.0

Observations:

• The average Lot size is 10,701.
• The overall materials and finish of the houses is above average.
• While the overall condition of the houses is Average.
• Most of the houses were built in 1973. The oldest houses were built in 1880 and the most recent in 2010.
• The majority of the houses where remodelated between the years 1950 and 1995.
• The majority of the houses have 2 full bathdrooms above ground.
• Most houses have 1 just one fire place.
• The majority of the houses have a 2 car's garage capacity.
• The month the majority of the houses were sold was between May and June.
• Most houses were sold in between years 2007 and 2008.
• The average sale price is 187,390 US dollars.

DATA VISUALIZATION

cat_features = list(df_train.select_dtypes('object'))
for i in cat_features:
    plt.figure(figsize = (15,5))
    sns.countplot(x = i, data = df_train)
    
    plt.show()

Observations:

• Zoning classification: the most common is the Residential low density followed by the median density
• Almost all the road are paved.
• Most of the streets are paved
• The contour of the houses are almost flat.
• The majority of the houses have a gentel slope.
• The condition of the houses are normal.
• Most of the houses are single family detached.
• The style of the houses are mostly 1 story followed by2 story house style.
• The exterior quality is between average and good.
• The exterior condition is mostly average.
• The majority of the foundation of the houses are made of pure concrete, and cinder block.
• The basement condition of almost all of houses is Typical/ average.
• The heating in almost of the houses is Gas and the quality is mostly excellent and the majority of the houses and in the others is either average or good.
• pretty much all of houses have central air with the exception of a few.
• The electrical type in the houses is Standard circuit breaks and Romeo.
• The kitchen's quality are mostly between typical/average and good.
• Most of the garage are attached to the house, and the rest are dittached.
• The quality of the garages is normal
• The Sale Type is mostly conventional and under normal conditions.

for i in list(df_train.select_dtypes(['int64', 'float64'])):
    
    fig, axe = plt.subplots()
    
    sns.histplot(x = i, data = df_train, kde = True)
    
    plt.show()

Observations:

• A lot of the buildings were built between 2000 and 2010 but also a lot of remodelation were made that same year.
• The majority of the buildings are sold betwenn May and July.
• The SalePrice columns is righ skewed, which indicates that most of the sales prices are low.

correlation = df_train.corr()
plt.figure(figsize = (15,15))
sns.heatmap(correlation, annot=True, fmt = '.2f')
plt.show()

Observations:

• The features that are more correlated with the target Variable/SalePrice are: the OverallQuality with 78%, the GrLiveArea with 71%, the GarageCars with 64%, The number of full bath FullBath with 57% the built year YearBuilt with 52%, and the year of remodelation.
• Also the Overall quality of the place is highly correlated with the square feets of living area, the year it was built, the number of full bathroom, the remodelation year and the number of cars in the garage.

Bivariate graphs

sns.scatterplot(x = 'GarageCars', y = 'SalePrice', data = df_train)

<AxesSubplot:xlabel='GarageCars', ylabel='SalePrice'>

observations:

• The greater the capacity of the cagarage the more expensive the house but only till certain point.

sns.scatterplot(x = 'GrLivArea', y = 'SalePrice', data = df_train)

<AxesSubplot:xlabel='GrLivArea', ylabel='SalePrice'>

Observation:

• The greater the square feet of living, the greater the price, even though we can notice there are a few exceptions to this rule which may be due to other factors.

sns.lineplot(x = 'YearBuilt', y = 'SalePrice', data = df_train)

<AxesSubplot:xlabel='YearBuilt', ylabel='SalePrice'>

Observation:

• We can notice that the depending on the year the house or building was built the sale price increase.

sns.lineplot(x = 'OverallQual', y = 'SalePrice', data = df_train)

<AxesSubplot:xlabel='OverallQual', ylabel='SalePrice'>

Observations:

• the greater the quality of the house/building the greater the price.

Data preparation for modeling

# separating the target variable from the others
X = df_train.drop(columns = 'SalePrice')

# separating the outcome variable from the others
Y = df_train['SalePrice']

# creating dummy variables for the catgorical data
X = pd.get_dummies(X, drop_first=True)
X.head()

	MSSubClass	LotArea	OverallQual	OverallCond	YearBuilt	YearRemodAdd	LowQualFinSF	GrLivArea	FullBath	HalfBath	...	SaleType_ConLI	SaleType_ConLw	SaleType_New	SaleType_Oth	SaleType_WD	SaleCondition_AdjLand	SaleCondition_Alloca	SaleCondition_Family	SaleCondition_Normal	SaleCondition_Partial
0	60	8450	7	5	2003	2003	0	1710	2	1	...	0	0	0	0	1	0	0	0	1	0
1	20	9600	6	8	1976	1976	0	1262	2	0	...	0	0	0	0	1	0	0	0	1	0
2	60	11250	7	5	2001	2002	0	1786	2	1	...	0	0	0	0	1	0	0	0	1	0
3	70	9550	7	5	1915	1970	0	1717	1	0	...	0	0	0	0	1	0	0	0	0	0
4	60	14260	8	5	2000	2000	0	2198	2	1	...	0	0	0	0	1	0	0	0	1	0

5 rows × 130 columns

# creating dummy variables for the categorical data
test_features = pd.get_dummies(df_test,  drop_first = True)
test_features.head()

	MSSubClass	LotArea	OverallQual	OverallCond	YearBuilt	YearRemodAdd	LowQualFinSF	GrLivArea	FullBath	HalfBath	...	SaleType_ConLI	SaleType_ConLw	SaleType_New	SaleType_Oth	SaleType_WD	SaleCondition_AdjLand	SaleCondition_Alloca	SaleCondition_Family	SaleCondition_Normal	SaleCondition_Partial
0	20	11622	5	6	1961	1961	0	896	1	0	...	0	0	0	0	1	0	0	0	1	0
1	20	14267	6	6	1958	1958	0	1329	1	1	...	0	0	0	0	1	0	0	0	1	0
2	60	13830	5	5	1997	1998	0	1629	2	1	...	0	0	0	0	1	0	0	0	1	0
3	60	9978	6	6	1998	1998	0	1604	2	1	...	0	0	0	0	1	0	0	0	1	0
4	120	5005	8	5	1992	1992	0	1280	2	0	...	0	0	0	0	1	0	0	0	1	0

5 rows × 130 columns

print('train features shape: ', X.shape)
print('test features shape: ', test_features.shape)

train features shape:  (1333, 130)
test features shape:  (1334, 130)

CREATING VALIDATION DATA AND TRAINING TO TEST THE MODEL BEFORE EVALUATING THE TEST DATASET

X_train, X_test, y_train, y_test = train_test_split(X, Y, test_size = 0.20, 
                                                    random_state = 42)

Bulding the models

MODEL 1 DECISION TREE

# creating an instance of the the randomforest class
regressor = DecisionTreeRegressor(random_state=0)
regressor.fit(X_train, y_train)

DecisionTreeRegressor(random_state=0)

Calculating precision of the model

regressor.score(X_test, y_test)

0.699000281460034

Observations:

• The first model have an accuracy of 70% but we are going to try and improve the metric using other methods

Hyperparameter tuning

parameters={"splitter":["best","random"],
            "max_depth" : [1,3,5,7,9,11,12],
           "min_samples_leaf":[1,2,3,4,5,6,7,8,9,10],
           "min_weight_fraction_leaf":[0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9],
           "max_features":["auto","log2","sqrt",None],
           "max_leaf_nodes":[None,10,20,30,40,50,60,70,80,90]}

tuning_regressor = GridSearchCV(regressor,param_grid=parameters,cv=3,verbose=3)

tuning_regressor.fit(X_train, y_train)

Fitting 3 folds for each of 50400 candidates, totalling 151200 fits
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.296 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.310 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.297 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.446 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.457 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.472 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.397 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=1, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.313 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.377 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.596 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.331 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.309 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.416 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.2s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.450 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.594 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.409 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.448 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.480 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.606 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.604 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.583 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.626 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.612 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=3, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=5, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.2s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=7, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=9, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=11, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=auto, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.418 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.425 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.322 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.380 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.503 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.451 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.312 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.208 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.287 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.454 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.397 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.239 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=log2, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.449 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.597 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.487 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.330 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.282 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.401 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.478 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.611 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.466 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.344 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.297 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.440 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.383 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.395 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.246 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.188 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.276 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.301 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.321 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.251 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.193 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.288 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.126 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=sqrt, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.516 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.631 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.381 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.413 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.411 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=None, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=10, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=20, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=30, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=40, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=50, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=60, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=70, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=80, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=1, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=2, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=3, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=4, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=5, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=6, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=7, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=8, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=9, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.617 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.588 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=best;, score=0.638 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.464 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.614 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.1, splitter=random;, score=0.623 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.553 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.496 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=best;, score=0.430 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.385 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.426 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.2, splitter=random;, score=0.408 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=best;, score=0.431 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.3, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.440 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=best;, score=0.329 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.357 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.383 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.4, splitter=random;, score=0.390 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=0.153 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=best;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.000 total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.5, splitter=random;, score=-0.001 total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.6, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.7, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.8, splitter=random;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=best;, score=nan total time=   0.0s
[CV 1/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 2/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s
[CV 3/3] END max_depth=12, max_features=None, max_leaf_nodes=90, min_samples_leaf=10, min_weight_fraction_leaf=0.9, splitter=random;, score=nan total time=   0.0s

GridSearchCV(cv=3, estimator=DecisionTreeRegressor(random_state=0),
             param_grid={'max_depth': [1, 3, 5, 7, 9, 11, 12],
                         'max_features': ['auto', 'log2', 'sqrt', None],
                         'max_leaf_nodes': [None, 10, 20, 30, 40, 50, 60, 70,
                                            80, 90],
                         'min_samples_leaf': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
                         'min_weight_fraction_leaf': [0.1, 0.2, 0.3, 0.4, 0.5,
                                                      0.6, 0.7, 0.8, 0.9],
                         'splitter': ['best', 'random']},
             verbose=3)

# best parameters for our model
tuning_regressor.best_params_

{'max_depth': 5,
 'max_features': 'auto',
 'max_leaf_nodes': None,
 'min_samples_leaf': 1,
 'min_weight_fraction_leaf': 0.1,
 'splitter': 'best'}

MODEL 1 TUNNED

regressor_tuned = DecisionTreeRegressor(max_depth = 5, max_features = 'auto', max_leaf_nodes = None,
                                       min_samples_leaf = 1, min_weight_fraction_leaf = 0.1,
                                       splitter = 'best')

# fitting the tuned parameters
regressor_tuned.fit(X_train, y_train)

DecisionTreeRegressor(max_depth=5, max_features='auto',
                      min_weight_fraction_leaf=0.1)

# checkin the accuracy of the tunned model
regressor_tuned.score(X_test, y_test)

0.6165531171395422

Observations:

• After tuning the hyperparameter our accuracy have decrease, we are going to try and build another model but now using Random Forest algorithms

feat_importances = pd.Series(regressor.feature_importances_, index=X_train.columns)
feat_importances.nlargest(10).plot(kind='barh')
plt.show()

MODEL 2 RANDOM FOREST

rf_regressor = RandomForestRegressor(n_estimators = 100, random_state = 1) 

# training the model
rf_regressor.fit(X_train, y_train)

RandomForestRegressor(random_state=1)

# measuring the accuracy of the random forest model
rf_regressor.score(X_test, y_test)

0.8546754111878121

Observations:

• The random forest model's accuracy is 85% which is the greatest so far lets see if we can improve the results by tuning the parameters.

feat_importances = pd.Series(rf_regressor.feature_importances_, index=X_train.columns)
feat_importances.nlargest(10).plot(kind='barh')
plt.show()

Hyperparameter tuning

# first printing the current parameters that our based RF model is using
rf_regressor.get_params()

{'bootstrap': True,
 'ccp_alpha': 0.0,
 'criterion': 'mse',
 'max_depth': None,
 'max_features': 'auto',
 'max_leaf_nodes': None,
 'max_samples': None,
 'min_impurity_decrease': 0.0,
 'min_impurity_split': None,
 'min_samples_leaf': 1,
 'min_samples_split': 2,
 'min_weight_fraction_leaf': 0.0,
 'n_estimators': 100,
 'n_jobs': None,
 'oob_score': False,
 'random_state': 1,
 'verbose': 0,
 'warm_start': False}

RANDOM FOREST HYPERPARAMETER TUNING

parameters = {"bootstrap":[True, False],
            "max_depth" : [10,20,30,40],
           "min_samples_leaf":[1,2,3,4],
           "min_samples_split":[2,5,7,10],
           "max_features":["auto","log2","sqrt"],
           "n_estimators":[50,100,150,200] }

rf_regression_grid = GridSearchCV(rf_regressor, param_grid = parameters, cv = 3, n_jobs = -1, verbose = 3)

rf_regression_grid.fit(X_train, y_train)

Fitting 3 folds for each of 1536 candidates, totalling 4608 fits

GridSearchCV(cv=3, estimator=RandomForestRegressor(random_state=1), n_jobs=-1,
             param_grid={'bootstrap': [True, False],
                         'max_depth': [10, 20, 30, 40],
                         'max_features': ['auto', 'log2', 'sqrt'],
                         'min_samples_leaf': [1, 2, 3, 4],
                         'min_samples_split': [2, 5, 7, 10],
                         'n_estimators': [50, 100, 150, 200]},
             verbose=3)

# the best parameters to use in our random forest model
rf_regression_grid.best_params_

{'bootstrap': False,
 'max_depth': 40,
 'max_features': 'sqrt',
 'min_samples_leaf': 1,
 'min_samples_split': 2,
 'n_estimators': 200}

# building the random forest model with best parameters
rf_regressor_tuned = RandomForestRegressor(bootstrap = False, max_depth = 40,
                                          max_features = 'sqrt', min_samples_leaf = 1,
                                          min_samples_split = 2, n_estimators = 200)

# training the model with our training data
rf_regressor_tuned.fit(X_train, y_train)

RandomForestRegressor(bootstrap=False, max_depth=40, max_features='sqrt',
                      n_estimators=200)

# measuring the accuracy results
rf_regressor_tuned.score(X_test, y_test)

0.8649245967655046

Observations:

• The accuracy of our random forest with tuned parameters is 86% which is lower than the based rando forest model so we are going to chose the based random forest model as our final model design.

IMPORTANCE FEATURES THAT AFFECT THE RESULTS

feat_importances = pd.Series(rf_regressor_tuned.feature_importances_, index=X_train.columns)
feat_importances.nlargest(10).plot(kind='barh')
plt.show()

CREATING DATAFRAME WITH THE ID AND PREDICTION RESULTS

# predicting the test data
test_predictions = rf_regressor_tuned.predict(test_features)

# creating dataframe with the ids and the predictions
df_prediction = pd.DataFrame({'Id':id_col, 'SalePrice_predicted':test_predictions})

df_prediction.head()

	Id	SalePrice_predicted
0	1461	123369.845
1	1462	156672.875
2	1463	180632.400
3	1464	194364.400
4	1465	212153.810

df_prediction.shape

(1334, 2)

OBSERVATIONS: The final model design would be the one with the greatest performance which in our case is the random forest with the tuned parameters, with a 86% accuracy. Different from the other models the features with the most influence in this model are: GrLvArea,OverallQual, GarageCars, YearBuilt,LotArea,FullBath,ExterQual_TA,YearRemodAdd,Fireplaces,OpenPorchSF.